{"id":"W3044277867","doi":"10.1016/j.gie.2020.04.025","title":"Core curriculum for endoluminal stent placement","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Stent; Radiology; Catheter; Esophagus; Endoscopic stenting; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001326679,0.0002122049,0.0003561987,0.00004319275,0.00007508963,0.00001193377,0.0001118234,0.00003089999,0.0002897302],"category_scores_gemma":[0.0006551089,0.0001806902,0.0001643836,0.0001197454,0.00009381257,0.00003826197,0.00006300653,0.000222142,0.0001661892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004707364,"about_ca_system_score_gemma":0.00009433884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001101709,"about_ca_topic_score_gemma":0.000001490867,"domain_scores_codex":[0.9985953,0.00002682121,0.0003055175,0.0003942912,0.0002142774,0.0004638096],"domain_scores_gemma":[0.9990671,0.000123766,0.0001007584,0.0001618331,0.0001347843,0.0004118111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006542108,0.001009861,0.4442425,0.001109408,0.0000889839,0.002743471,0.0005468024,0.0001022832,0.4952923,0.003375486,0.04187154,0.003075185],"study_design_scores_gemma":[0.1142273,0.2251836,0.1923271,0.005416186,0.003412684,0.1973236,0.01108569,0.08906946,0.08386092,0.001950411,0.07224318,0.003899915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7864028,0.000420404,0.1914525,0.01314515,0.0004376795,0.002706042,0.000157777,0.0004952056,0.004782472],"genre_scores_gemma":[0.6855828,0.000004890088,0.309064,0.003529141,0.0008630652,0.000153129,0.0001236858,0.00004182686,0.000637506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4114314,"threshold_uncertainty_score":0.7368331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06556486790354105,"score_gpt":0.3163070203435089,"score_spread":0.2507421524399679,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}